2024 · 16 citations · 13 references
ComputingHealth InformaticsHealthcare Information SystemsHealthcare Quality ImprovementNatural Language ProcessingClinical Natural Language ProcessingConversational InterfacesConversational User InterfacesDialogue SystemsChatbot SystemsChatbotsFeedbackHealthcare Data QualityHealthcare Quality AssessmentHuman-ai ConversationNatural Language InterfacesPatient Experience Evaluation
Patient experience (PX) is an important reflection of healthcare quality and is highly related to patient health outcomes and hospital reputation of within the communities they serve. PX data reported by patients is also crucial for hospitals to improve the services they provide, however, current approaches to survey and analyze PX data have many limitations. Our team collaborated with United Health Services (UHS), a New York healthcare system, to co-design a prototype chatbot application for patients to use while in the hospital, yielding more accurate PX data, but also an opportunity for staff to respond in real-time. We discuss our human-centered design process, which entailed interviews, data mining, qualitative analysis, and the application of ChatGPT and other algorithms to recognize relevant PX complaints from natural language data. Through ongoing collaboration, we are developing a chatbot application to elicit PX feedback and allow PX experts to improve patient experience in real-time.
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Richard Harte, Liam Glynn, Alejandro Rodríguez‐Molinero et al. · JMIR Human Factors · 2017 · 407 citations · Full text
Arts, Design, Health Systems +17
Jingwen Zhang, Yoo Jung Oh, Patrick Lange et al. · Journal of Medical Internet Research · 2020 · 356 citations · Full text